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lllin000_PaperForge/project/current/ocr-v2-active-queue.md
LLLin000 f76396220d docs: mark Layer 2 done, update project docs 
- Active queue: Layer 2 added to completed with commit reference
- PROJECT-MANAGEMENT: updated header, test counts, component table,
  Layer 3 replaced health hardening with done status, active queue
  reprioritized, key file map updated, 7 decision log entries added
- Session timeline entry pending (manual update)
2026-07-04 23:41:59 +08:00

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OCR-v2 Active Queue

Status: ACTIVE QUEUE — Four-layer release readiness. Layer 2 delivered. 1278 tests green on master. Last updated: 2026-07-05 Scope: UI polish → downstream tools

Current Priorities

  1. ✅ Workstream X: Layout-category truth audit — 11 papers, 6 bug patterns. Report in docs/superpowers/analysis/2026-07-05-layout-truth-audit-findings.md
  2. ✅ Layer 2: OCR Quality Report + Readiness Policy — build_quality_indicators(), evaluate_readiness(), human feedback sidecar. Contract polished at commit 96fd9771.
  3. 🟡 Plugin UI polish — dashboard cleanliness, maintenance display
  4. 🟡 Downstream tooling — section-aware vector chunking, figure/table separate handling

Completed This Session (cumulative)

  • Workstream A — object writeback seam:
    • Added paperforge/worker/ocr_object_writeback.py
    • Unified figure/table asset writeback, contained text, side-adjacent text, and consumed-block ownership evidence
    • Added tests/test_ocr_object_writeback.py
  • Workstream B — tail settlement seam:
    • Added paperforge/worker/ocr_tail_settlement.py
    • Added TailSettlementReport and attached it to DocumentStructure
    • Preserved legacy tail/body/backmatter behavior with focused regressions
  • Workstream C — v3 pre/post normalize split:
    • Added paperforge/worker/ocr_pre_match_normalize.py
    • Added paperforge/worker/ocr_post_match_normalize.py
    • Added OCR_PIPELINE_V3 toggle and normalize_mode="seed_only"
    • Updated figure/table matching to accept role_candidate > role > seed_role
  • Pre-merge blocker cleanup:
    • Fixed page-qualified object writeback lookup
    • Guarded contained figure claims by page
    • Restored rescue equivalence inside post_match_normalize()
    • Added merge-gate regression tests for all four blockers
  • Verification:
    • tests/test_ocr_pipeline_v3.py
    • tests/test_ocr_tail_settlement.py
    • tests/test_ocr_object_writeback.py
    • tests/test_appendix_figure_numbering.py
    • tests/test_ocr_rendering.py
    • Result: 105 passed, 0 failed
  • Layer 2: OCR Quality Report + Readiness Policy:
    • Added paperforge/worker/ocr_quality.py — build_quality_indicators() with 5 normalizers
    • Added paperforge/worker/ocr_quality_feedback.py — human feedback sidecar (per-mark hash, stale detection)
    • Added paperforge/policies/ocr_readiness_v1.yaml — default readiness policy (weights, hard-red, use-case gates)
    • Added evaluate_readiness() — policy evaluator with deep-merge, user override bypass
    • Contract polish: status/gates/reasons output shape, hash validation, non-mutating append
    • 22 new tests (17 quality + 5 feedback), 1278 total green
    • Master commit: 96fd9771

Immediate Next Checks

  • Send 6 bug patterns to GPT for solution design
  • Fix 37LK5T97 two-column figure 1 bug (Round 2 RED)
  • Archive stale queue docs from pairing-framework phase